diff --git a/inbox/queue/2026-03-18-telegram-m3taversal-futairdbot-why-is-futarchy-manipulation.md b/inbox/queue/2026-03-18-telegram-m3taversal-futairdbot-why-is-futarchy-manipulation.md
index 720cb238..80444627 100644
--- a/inbox/queue/2026-03-18-telegram-m3taversal-futairdbot-why-is-futarchy-manipulation.md
+++ b/inbox/queue/2026-03-18-telegram-m3taversal-futairdbot-why-is-futarchy-manipulation.md
@@ -6,11 +6,15 @@ author: "m3taversal"
 date: 2026-03-18
 domain: internet-finance
 format: conversation
-status: unprocessed
+status: null-result
 priority: medium
 triage_tag: claim
 tags: [telegram, ownership-community]
 created: 2026-03-18
+processed_by: rio
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
 ---
 
 ## Conversation (3 messages, 1 participants)
@@ -26,3 +30,8 @@ created: 2026-03-18
 ## Agent Notes
 **Triage:** [CLAIM] — classified by batch triage
 **Participants:** @m3taversal
+
+
+## Key Facts
+- User @m3taversal asked the same question about futarchy manipulation resistance three times in succession on 2026-03-18
+- The question was directed at @FutAIrdBot, suggesting an AI agent interface for futarchy education